{"id":"https://openalex.org/W7225004795","doi":"https://doi.org/10.2478/ebtj-2026-0020","title":"AI-Guided Precision Medicine: A European Biotechnology Thematic Network Association Perspective on Multi-Omics, Digital Sensors, Medical Assessment, and Ethical-Regulatory Challenges","display_name":"AI-Guided Precision Medicine: A European Biotechnology Thematic Network Association Perspective on Multi-Omics, Digital Sensors, Medical Assessment, and Ethical-Regulatory Challenges","publication_year":2026,"publication_date":"2026-10-01","ids":{"openalex":"https://openalex.org/W7225004795","doi":"https://doi.org/10.2478/ebtj-2026-0020"},"language":"en","primary_location":{"id":"doi:10.2478/ebtj-2026-0020","doi":"https://doi.org/10.2478/ebtj-2026-0020","is_oa":true,"landing_page_url":"https://doi.org/10.2478/ebtj-2026-0020","pdf_url":"https://reference-global.com/download/article/10.2478/ebtj-2026-0020.pdf","source":{"id":"https://openalex.org/S4210240997","display_name":"The EuroBiotech Journal","issn_l":"2564-615X","issn":["2564-615X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","ddh","doaj","dongbi-d","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The EuroBiotech Journal","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://reference-global.com/download/article/10.2478/ebtj-2026-0020.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5160256661","display_name":"Luca Ferrari","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I27483092","display_name":"University of Perugia","ror":"https://ror.org/00x27da85","country_code":"IT","type":"education","lineage":["https://openalex.org/I27483092"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Ferrari","raw_affiliation_strings":["Department of Pharmaceutical Sciences , University of Perugia , Perugia , Italy ","MAGI\u2019S LAB , Rovereto , Italy "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pharmaceutical Sciences , University of Perugia , Perugia , Italy ","institution_ids":["https://openalex.org/I27483092"]},{"raw_affiliation_string":"MAGI\u2019S LAB , Rovereto , Italy ","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5160085822","display_name":"Muhammad Imran","orcid":"https://orcid.org/0009-0006-8401-3985","observed_orcids":["https://orcid.org/0009-0006-8401-3985"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Muhammad Imran","raw_affiliation_strings":["MAGI EUREGIO , Bolzano , Italy "],"raw_orcid":"https://orcid.org/0009-0006-8401-3985","affiliations":[{"raw_affiliation_string":"MAGI EUREGIO , Bolzano , Italy ","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134019668","display_name":"Beatrice Della Frera","orcid":"https://orcid.org/0009-0003-4120-9919","observed_orcids":["https://orcid.org/0009-0003-4120-9919"]},"institutions":[{"id":"https://openalex.org/I27483092","display_name":"University of Perugia","ror":"https://ror.org/00x27da85","country_code":"IT","type":"education","lineage":["https://openalex.org/I27483092"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Beatrice Della Frera","raw_affiliation_strings":["Department of Pharmaceutical Sciences , University of Perugia , Perugia , Italy ","MAGI\u2019S LAB , Rovereto , Italy "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pharmaceutical Sciences , University of Perugia , Perugia , Italy ","institution_ids":["https://openalex.org/I27483092"]},{"raw_affiliation_string":"MAGI\u2019S LAB , Rovereto , Italy ","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093998917","display_name":"Ahmad Jainul Abidin","orcid":"https://orcid.org/0009-0007-1023-1530","observed_orcids":["https://orcid.org/0009-0007-1023-1530"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ahmad Jainul Abidin","raw_affiliation_strings":["MAGI EUREGIO , Bolzano , Italy "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MAGI EUREGIO , Bolzano , Italy ","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091758293","display_name":"Tommaso Beccari","orcid":"https://orcid.org/0000-0001-9637-6579","observed_orcids":["https://orcid.org/0000-0001-9637-6579"]},"institutions":[{"id":"https://openalex.org/I27483092","display_name":"University of Perugia","ror":"https://ror.org/00x27da85","country_code":"IT","type":"education","lineage":["https://openalex.org/I27483092"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Tommaso Beccari","raw_affiliation_strings":["Department of Pharmaceutical Sciences , University of Perugia , Perugia , Italy "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pharmaceutical Sciences , University of Perugia , Perugia , Italy ","institution_ids":["https://openalex.org/I27483092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007064088","display_name":"Nuriye G\u00f6k\u00e7e","orcid":"https://orcid.org/0000-0001-7814-5224","observed_orcids":["https://orcid.org/0000-0001-7814-5224"]},"institutions":[{"id":"https://openalex.org/I87673952","display_name":"Erciyes University","ror":"https://ror.org/047g8vk19","country_code":"TR","type":"education","lineage":["https://openalex.org/I87673952"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Nuriye Gokce","raw_affiliation_strings":["Department of Medical Genetics , School of Medicine , Erciyes University , Kayseri , T\u00fcrkiye "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Genetics , School of Medicine , Erciyes University , Kayseri , T\u00fcrkiye ","institution_ids":["https://openalex.org/I87673952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006688209","display_name":"\u0160tef\u00e1nia Hron\u010dekov\u00e1","orcid":"https://orcid.org/0000-0003-2901-7060","observed_orcids":["https://orcid.org/0000-0003-2901-7060"]},"institutions":[{"id":"https://openalex.org/I147747303","display_name":"Institute of Chemistry of the Slovak Academy of Sciences","ror":"https://ror.org/02te3c603","country_code":"SK","type":"facility","lineage":["https://openalex.org/I147747303","https://openalex.org/I207624831"]},{"id":"https://openalex.org/I207624831","display_name":"Slovak Academy of Sciences","ror":"https://ror.org/03h7qq074","country_code":"SK","type":"government","lineage":["https://openalex.org/I207624831"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"\u0160tef\u00e1nia Hron\u010dekov\u00e1","raw_affiliation_strings":["Institute of Chemistry , Slovak Academy of Sciences , Bratislava , Slovakia "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Chemistry , Slovak Academy of Sciences , Bratislava , Slovakia ","institution_ids":["https://openalex.org/I147747303","https://openalex.org/I207624831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037431581","display_name":"Hilal Akal\u0131n","orcid":"https://orcid.org/0000-0002-2580-836X","observed_orcids":["https://orcid.org/0000-0002-2580-836X"]},"institutions":[{"id":"https://openalex.org/I87673952","display_name":"Erciyes University","ror":"https://ror.org/047g8vk19","country_code":"TR","type":"education","lineage":["https://openalex.org/I87673952"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Hilal Akalin","raw_affiliation_strings":["Department of Medical Genetics , School of Medicine , Erciyes University , Kayseri , T\u00fcrkiye "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Genetics , School of Medicine , Erciyes University , Kayseri , T\u00fcrkiye ","institution_ids":["https://openalex.org/I87673952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108738300","display_name":"Satya Prakash","orcid":"https://orcid.org/0000-0002-4902-2353","observed_orcids":["https://orcid.org/0000-0002-4902-2353"]},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Satya Prakash","raw_affiliation_strings":["Biomedical Technology and Cell Therapy Research Laboratory , Department of Biomedical Engineering , Faculty of Medicine and Health Sciences , McGill University , Montreal , Quebec , Canada "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedical Technology and Cell Therapy Research Laboratory , Department of Biomedical Engineering , Faculty of Medicine and Health Sciences , McGill University , Montreal , Quebec , Canada ","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123475193","display_name":"Ed Judge","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ed Judge","raw_affiliation_strings":["EPAM Systems Ltd , 9 Devonshire Square , London , UK "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EPAM Systems Ltd , 9 Devonshire Square , London , UK ","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042254826","display_name":"Dominika Ve\u0161el\u00e9nyiov\u00e1","orcid":"https://orcid.org/0000-0002-1965-160X","observed_orcids":["https://orcid.org/0000-0002-1965-160X"]},"institutions":[{"id":"https://openalex.org/I4210157357","display_name":"University of Ss. Cyril and Methodius in Trnava","ror":"https://ror.org/04xdyq509","country_code":"SK","type":"education","lineage":["https://openalex.org/I4210157357"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Dominika Ve\u0161el\u00e9nyiov\u00e1","raw_affiliation_strings":["Institute of Biology and Biotechnology , Faculty of Natural Sciences , University of Ss. Cyril and Methodius in Trnava , Slovakia "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Biology and Biotechnology , Faculty of Natural Sciences , University of Ss. Cyril and Methodius in Trnava , Slovakia ","institution_ids":["https://openalex.org/I4210157357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102825632","display_name":"Martin Koller","orcid":"https://orcid.org/0000-0002-9251-1822","observed_orcids":["https://orcid.org/0000-0002-9251-1822","https://orcid.org/0000-0002-8213-4760","https://orcid.org/0000-0002-6434-3198"]},"institutions":[{"id":"https://openalex.org/I15766117","display_name":"University of Graz","ror":"https://ror.org/01faaaf77","country_code":"AT","type":"education","lineage":["https://openalex.org/I15766117"]},{"id":"https://openalex.org/I4210108044","display_name":"Nawi Graz","ror":"https://ror.org/01mm16571","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210108044"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Martin Koller","raw_affiliation_strings":["Institute of Chemistry , University of Graz , NAWI Graz , Graz , Austria "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Chemistry , University of Graz , NAWI Graz , Graz , Austria ","institution_ids":["https://openalex.org/I15766117","https://openalex.org/I4210108044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048625108","display_name":"Kosi Gramatikoff","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I147017597","display_name":"Medical University of Varna","ror":"https://ror.org/03jkshc47","country_code":"BG","type":"education","lineage":["https://openalex.org/I147017597"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Kosi Gramatikoff","raw_affiliation_strings":["Research Institute , Medical University \u2018Prof. Dr. Paraskev Stoyanov\u2019 , Varna , Bulgaria "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Institute , Medical University \u2018Prof. Dr. Paraskev Stoyanov\u2019 , Varna , Bulgaria ","institution_ids":["https://openalex.org/I147017597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077799690","display_name":"\u00d3scar Vicente","orcid":"https://orcid.org/0000-0001-5076-3784","observed_orcids":["https://orcid.org/0000-0001-5076-3784"]},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Oscar Vicente","raw_affiliation_strings":["Institute for the Conservation and Improvement of Valencian Agrodiversity (COMAV) , Universitat Polit\u00e8cnica de Val\u00e8ncia , Valencia , Spain "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for the Conservation and Improvement of Valencian Agrodiversity (COMAV) , Universitat Polit\u00e8cnica de Val\u00e8ncia , Valencia , Spain ","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5160252046","display_name":"Izabela Radecka","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I119664326","display_name":"University of Wolverhampton","ror":"https://ror.org/01k2y1055","country_code":"GB","type":"education","lineage":["https://openalex.org/I119664326"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Izabela Radecka","raw_affiliation_strings":["School of Pharmacy & Life Sciences , Faculty of Science and Engineering , University of Wolverhampton , Wulfruna Street , Wolverhampton , UK "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Pharmacy & Life Sciences , Faculty of Science and Engineering , University of Wolverhampton , Wulfruna Street , Wolverhampton , UK ","institution_ids":["https://openalex.org/I119664326"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067067647","display_name":"Robert Steven Marks","orcid":"https://orcid.org/0000-0002-9697-3805","observed_orcids":["https://orcid.org/0000-0002-9697-3805"]},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Robert S. Marks","raw_affiliation_strings":["Avram and Stella Goldstein-Goren Department of Biotechnology Engineering , Ben-Gurion University of the Negev , Beersheba , Israel "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Avram and Stella Goldstein-Goren Department of Biotechnology Engineering , Ben-Gurion University of the Negev , Beersheba , Israel ","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014487465","display_name":"Ratnesh Lal","orcid":"https://orcid.org/0000-0001-7256-126X","observed_orcids":["https://orcid.org/0000-0001-7256-126X"]},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ratnesh Lal","raw_affiliation_strings":["Neuroscience Research Institute , University of California , Santa Barbara , USA "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neuroscience Research Institute , University of California , Santa Barbara , USA ","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039090707","display_name":"Michel Salzet","orcid":"https://orcid.org/0000-0003-4318-0817","observed_orcids":["https://orcid.org/0000-0003-4318-0817","https://orcid.org/0000-0001-9875-9004"]},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4210164350","display_name":"Prot\u00e9omique, R\u00e9ponse Inflammatoire et Spectrom\u00e9trie de Masse","ror":"https://ror.org/05dm3m993","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I2279609970","https://openalex.org/I3018718406","https://openalex.org/I4210093160","https://openalex.org/I4210131356","https://openalex.org/I4210141925","https://openalex.org/I4210164350"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Michel Salzet","raw_affiliation_strings":["R\u00e9ponse Inflammatoire et Spectrom\u00e9trie de Masse (PRISM) , University of Lille , Lille , France "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"R\u00e9ponse Inflammatoire et Spectrom\u00e9trie de Masse (PRISM) , University of Lille , Lille , France ","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I4210164350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098145658","display_name":"Ko Kisung","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210153376","display_name":"Chung-Ang University Hospital","ror":"https://ror.org/04gr4mh63","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I4210153376","https://openalex.org/I4405261496","https://openalex.org/I67900169"]},{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kisung Ko","raw_affiliation_strings":["Department of Medicine , College of Medicine , Chung-Ang University , Seoul , Korea "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine , College of Medicine , Chung-Ang University , Seoul , Korea ","institution_ids":["https://openalex.org/I4210153376","https://openalex.org/I67900169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069404918","display_name":"Michele Maffia","orcid":"https://orcid.org/0000-0003-0665-4534","observed_orcids":["https://orcid.org/0000-0003-0665-4534"]},"institutions":[{"id":"https://openalex.org/I142910587","display_name":"University of Salento","ror":"https://ror.org/03fc1k060","country_code":"IT","type":"education","lineage":["https://openalex.org/I142910587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michele Maffia","raw_affiliation_strings":["Department of Experimental Medicine , University of Salento , Via Lecce-Monteroni , Lecce , Italy "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Experimental Medicine , University of Salento , Via Lecce-Monteroni , Lecce , Italy ","institution_ids":["https://openalex.org/I142910587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029288839","display_name":"Isabelle Fournier","orcid":"https://orcid.org/0000-0003-1096-5044","observed_orcids":["https://orcid.org/0000-0003-1096-5044"]},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4210164350","display_name":"Prot\u00e9omique, R\u00e9ponse Inflammatoire et Spectrom\u00e9trie de Masse","ror":"https://ror.org/05dm3m993","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I2279609970","https://openalex.org/I3018718406","https://openalex.org/I4210093160","https://openalex.org/I4210131356","https://openalex.org/I4210141925","https://openalex.org/I4210164350"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Isabelle Fournier","raw_affiliation_strings":["R\u00e9ponse Inflammatoire et Spectrom\u00e9trie de Masse (PRISM) , University of Lille , Lille , France "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"R\u00e9ponse Inflammatoire et Spectrom\u00e9trie de Masse (PRISM) , University of Lille , Lille , France ","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I4210164350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051646688","display_name":"Lejla Pojski\u0107","orcid":"https://orcid.org/0000-0003-2260-318X","observed_orcids":["https://orcid.org/0000-0003-2260-318X"]},"institutions":[{"id":"https://openalex.org/I104817121","display_name":"University of Sarajevo","ror":"https://ror.org/02hhwgd43","country_code":"BA","type":"education","lineage":["https://openalex.org/I104817121"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Lejla Pojskic","raw_affiliation_strings":["Institute for Genetic Engineering and Biotechnology , University of Sarajevo , Sarajevo , Bosnia and Herzegovina "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Genetic Engineering and Biotechnology , University of Sarajevo , Sarajevo , Bosnia and Herzegovina ","institution_ids":["https://openalex.org/I104817121"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5160250302","display_name":"Qun Sun","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qun Sun","raw_affiliation_strings":["College of Life Sciences , Sichuan University, Chengdu , China | Department of Food Science and Technology, Sichuan University , Chengdu , China "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Life Sciences , Sichuan University, Chengdu , China | Department of Food Science and Technology, Sichuan University , Chengdu , China ","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008311127","display_name":"Lembit Nei","orcid":"https://orcid.org/0000-0002-6399-7093","observed_orcids":["https://orcid.org/0000-0002-6399-7093"]},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Lembit Nei","raw_affiliation_strings":["School of Engineering , Tallinn University of Technology , Tartu College , Tartu , Estonia "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering , Tallinn University of Technology , Tartu College , Tartu , Estonia ","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084582720","display_name":"Reynir Arngr\u00edmsson","orcid":"https://orcid.org/0000-0003-1142-2914","observed_orcids":["https://orcid.org/0000-0003-1142-2914"]},"institutions":[{"id":"https://openalex.org/I165368041","display_name":"University of Iceland","ror":"https://ror.org/01db6h964","country_code":"IS","type":"education","lineage":["https://openalex.org/I165368041"]}],"countries":["IS"],"is_corresponding":false,"raw_author_name":"Reynir Arngrimsson","raw_affiliation_strings":["Faculty of Medicine , Division of Life Science , University of Iceland , Reykjavik , Iceland "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Medicine , Division of Life Science , University of Iceland , Reykjavik , Iceland ","institution_ids":["https://openalex.org/I165368041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081024678","display_name":"GARY T. M. HENEHAN","orcid":"https://orcid.org/0000-0001-9208-6937","observed_orcids":["https://orcid.org/0000-0001-9208-6937"]},"institutions":[{"id":"https://openalex.org/I4210144925","display_name":"Technological University Dublin","ror":"https://ror.org/04t0qbt32","country_code":"IE","type":"education","lineage":["https://openalex.org/I4210144925"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Gary Henehan","raw_affiliation_strings":["School of Food Science and Environmental Health , Technological University Dublin , Dublin , Ireland "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Food Science and Environmental Health , Technological University Dublin , Dublin , Ireland ","institution_ids":["https://openalex.org/I4210144925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074844200","display_name":"Irina Nakashidze","orcid":"https://orcid.org/0000-0001-8934-6312","observed_orcids":["https://orcid.org/0000-0001-8934-6312"]},"institutions":[{"id":"https://openalex.org/I12153360","display_name":"Batumi Shota Rustaveli State University","ror":"https://ror.org/0212gyx73","country_code":"GE","type":"education","lineage":["https://openalex.org/I12153360"]}],"countries":["GE"],"is_corresponding":false,"raw_author_name":"Irina Nakashidze","raw_affiliation_strings":["Department Batumi Shota Rustaveli State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department Batumi Shota Rustaveli State University","institution_ids":["https://openalex.org/I12153360"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037585954","display_name":"Dijana Plaseska\u2010Karanfilska","orcid":"https://orcid.org/0000-0001-8877-2416","observed_orcids":["https://orcid.org/0000-0001-8877-2416"]},"institutions":[{"id":"https://openalex.org/I174143326","display_name":"Macedonian Academy of Sciences and Arts","ror":"https://ror.org/003jsdw96","country_code":"MK","type":"education","lineage":["https://openalex.org/I174143326"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Dijana Plaseska-Karanfilska","raw_affiliation_strings":["Research Centre for Genetic Engineering and Biotechnology \u2018Georgi D. Efremov\u2019 , Macedonian Academy of Sciences and Arts , Skopje , North Macedonia "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Centre for Genetic Engineering and Biotechnology \u2018Georgi D. Efremov\u2019 , Macedonian Academy of Sciences and Arts , Skopje , North Macedonia ","institution_ids":["https://openalex.org/I174143326"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055991191","display_name":"Karla Santacruz\u2010G\u00f3mez","orcid":"https://orcid.org/0000-0002-5387-6482","observed_orcids":["https://orcid.org/0000-0002-5387-6482"]},"institutions":[{"id":"https://openalex.org/I4061448","display_name":"Universidad de Sonora","ror":"https://ror.org/00c32gy34","country_code":"MX","type":"education","lineage":["https://openalex.org/I4061448"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Karla Santacruz-Gomez","raw_affiliation_strings":["Department of Physics , University of Sonora , Hermosillo , Sonora , Mexico "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics , University of Sonora , Hermosillo , Sonora , Mexico ","institution_ids":["https://openalex.org/I4061448"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041417606","display_name":"Dana T\u0103p\u0103loag\u0103","orcid":"https://orcid.org/0000-0003-1103-7880","observed_orcids":["https://orcid.org/0000-0003-1103-7880"]},"institutions":[{"id":"https://openalex.org/I2801529014","display_name":"University of Agronomic Sciences and Veterinary Medicine of Bucharest","ror":"https://ror.org/04rssyw40","country_code":"RO","type":"education","lineage":["https://openalex.org/I2801529014"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Dana Tapaloaga","raw_affiliation_strings":["Faculty of Veterinary Medicine , University of Agronomic Sciences and Veterinary Medicine of Bucharest , Bucharest , Romania "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Veterinary Medicine , University of Agronomic Sciences and Veterinary Medicine of Bucharest , Bucharest , Romania ","institution_ids":["https://openalex.org/I2801529014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065706727","display_name":"Andreas Janecke","orcid":"https://orcid.org/0000-0001-7155-0315","observed_orcids":["https://orcid.org/0000-0001-7155-0315"]},"institutions":[{"id":"https://openalex.org/I143397708","display_name":"Innsbruck Medical University","ror":"https://ror.org/03pt86f80","country_code":"AT","type":"education","lineage":["https://openalex.org/I143397708"]},{"id":"https://openalex.org/I190249584","display_name":"Universit\u00e4t Innsbruck","ror":"https://ror.org/054pv6659","country_code":"AT","type":"education","lineage":["https://openalex.org/I190249584"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Andreas Janecke","raw_affiliation_strings":["Department of Paediatrics I and Division of Human Genetics , Medical University of Innsbruck , Innsbruck , Austria "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Paediatrics I and Division of Human Genetics , Medical University of Innsbruck , Innsbruck , Austria ","institution_ids":["https://openalex.org/I143397708","https://openalex.org/I190249584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076516552","display_name":"Ivana M\u00e1rov\u00e1","orcid":"https://orcid.org/0000-0002-2095-1837","observed_orcids":["https://orcid.org/0000-0002-2095-1837"]},"institutions":[{"id":"https://openalex.org/I159650629","display_name":"University of Sassari","ror":"https://ror.org/01bnjbv91","country_code":"IT","type":"education","lineage":["https://openalex.org/I159650629"]},{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ","IT"],"is_corresponding":false,"raw_author_name":"Ivana M\u00e1rov\u00e1","raw_affiliation_strings":["Department of Food Chemistry and Biotechnology , Faculty of Chemistry , Brno University of Technology, Brno , Czech Republic | Department of Biomedical Sciences , Universit\u00e0 degli Studi di Sassari , Sassari , Italy "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Food Chemistry and Biotechnology , Faculty of Chemistry , Brno University of Technology, Brno , Czech Republic | Department of Biomedical Sciences , Universit\u00e0 degli Studi di Sassari , Sassari , Italy ","institution_ids":["https://openalex.org/I159650629","https://openalex.org/I60587646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061432270","display_name":"Ariola Bacu","orcid":"https://orcid.org/0000-0001-6390-2632","observed_orcids":["https://orcid.org/0000-0001-6390-2632"]},"institutions":[{"id":"https://openalex.org/I68784830","display_name":"University of Tirana","ror":"https://ror.org/03g9v2404","country_code":"AL","type":"education","lineage":["https://openalex.org/I68784830"]}],"countries":["AL"],"is_corresponding":false,"raw_author_name":"Ariola Bacu","raw_affiliation_strings":["Molecular Biotechnology , Department of Biotechnology , Faculty of Natural Sciences , University of Tirana , Tirana , Albania "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Molecular Biotechnology , Department of Biotechnology , Faculty of Natural Sciences , University of Tirana , Tirana , Albania ","institution_ids":["https://openalex.org/I68784830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036544914","display_name":"Alexander V. Kilchevsky","orcid":"https://orcid.org/0000-0002-0175-9786","observed_orcids":["https://orcid.org/0000-0002-0175-9786"]},"institutions":[{"id":"https://openalex.org/I151823869","display_name":"National Academy of Sciences of Belarus","ror":"https://ror.org/02j8pe645","country_code":"BY","type":"government","lineage":["https://openalex.org/I151823869"]},{"id":"https://openalex.org/I4210100898","display_name":"Institute of Genetics and Cytology of the National Academy of Sciences of Belarus","ror":"https://ror.org/016e3th47","country_code":"BY","type":"facility","lineage":["https://openalex.org/I151823869","https://openalex.org/I4210100898"]}],"countries":["BY"],"is_corresponding":false,"raw_author_name":"Alexander Kilchevsky","raw_affiliation_strings":["Laboratory of Ecological Genetics and Biotechnology , Institute of Genetics and Cytology , National Academy of Sciences of Belarus , Minsk , Belarus "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Ecological Genetics and Biotechnology , Institute of Genetics and Cytology , National Academy of Sciences of Belarus , Minsk , Belarus ","institution_ids":["https://openalex.org/I151823869","https://openalex.org/I4210100898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008850467","display_name":"Anita Slavica","orcid":"https://orcid.org/0000-0003-3891-787X","observed_orcids":["https://orcid.org/0000-0003-3891-787X"]},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Anita Slavica","raw_affiliation_strings":["University of Zagreb , Faculty of Food Technology and Biotechnology , Zagreb , Croatia "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Zagreb , Faculty of Food Technology and Biotechnology , Zagreb , Croatia ","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135415715","display_name":"Jose Carlos Lorenzo Feijoo","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I14414995","display_name":"Universidad de Ciego de \u00c1vila","ror":"https://ror.org/00zhs8v21","country_code":"CU","type":"education","lineage":["https://openalex.org/I14414995"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Jose Carlos Lorenzo Feijoo","raw_affiliation_strings":["Department for Plant Breeding and Conservation of Genetic Resources , Bioplant Center , University of Ciego de \u00c1vila M\u00e1ximo G\u00f3mez B\u00e1ez , Ciego de \u00c1vila , Cuba "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department for Plant Breeding and Conservation of Genetic Resources , Bioplant Center , University of Ciego de \u00c1vila M\u00e1ximo G\u00f3mez B\u00e1ez , Ciego de \u00c1vila , Cuba ","institution_ids":["https://openalex.org/I14414995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128670476","display_name":"Andr\u00e9s Izquierdo Romero","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I118946981","display_name":"Universidad de las Fuerzas Armadas ESPE","ror":"https://ror.org/05j136930","country_code":"EC","type":"education","lineage":["https://openalex.org/I118946981"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Andr\u00e9s Izquierdo Romero","raw_affiliation_strings":["Departamento de Ciencias de la Vida y la Agricultura | GIMA | CENCINAT , Universidad de las Fuerzas Armadas ESPE , Sangolqu\u00ed , Ecuador "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Ciencias de la Vida y la Agricultura | GIMA | CENCINAT , Universidad de las Fuerzas Armadas ESPE , Sangolqu\u00ed , Ecuador ","institution_ids":["https://openalex.org/I118946981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076001077","display_name":"Bajram Berisha","orcid":"https://orcid.org/0000-0001-9112-054X","observed_orcids":["https://orcid.org/0000-0001-9112-054X"]},"institutions":[{"id":"https://openalex.org/I19990685","display_name":"Academy of Sciences of Albania","ror":"https://ror.org/016sx0y50","country_code":"AL","type":"facility","lineage":["https://openalex.org/I19990685"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]},{"id":"https://openalex.org/I78768387","display_name":"University of Prishtina","ror":"https://ror.org/05t3p2g92","country_code":"XK","type":"education","lineage":["https://openalex.org/I78768387"]}],"countries":["AL","DE","XK"],"is_corresponding":false,"raw_author_name":"Bajram Berisha","raw_affiliation_strings":["Animal Biotechnology, University of Prishtina , Kosovo | TUM School of Life Sciences , Technical University of Munich , Germany | Academy of Science of Albania , Tirana , Albania "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Animal Biotechnology, University of Prishtina , Kosovo | TUM School of Life Sciences , Technical University of Munich , Germany | Academy of Science of Albania , Tirana , Albania ","institution_ids":["https://openalex.org/I19990685","https://openalex.org/I62916508","https://openalex.org/I78768387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103101662","display_name":"Mark J. C. Nuijten","orcid":"https://orcid.org/0000-0003-3523-0351","observed_orcids":["https://orcid.org/0000-0003-3523-0351"]},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Mark Nuijten","raw_affiliation_strings":["A2M, Health Economics and Valuation, The Netherlands | Department of Biotechnology Engineering , Ben-Gurion University , Beersheba , Israel "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"A2M, Health Economics and Valuation, The Netherlands | Department of Biotechnology Engineering , Ben-Gurion University , Beersheba , Israel ","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135404874","display_name":"Nikolai Zhelev","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I177639307","display_name":"University of Dundee","ror":"https://ror.org/03h2bxq36","country_code":"GB","type":"education","lineage":["https://openalex.org/I177639307"]},{"id":"https://openalex.org/I2801117330","display_name":"Medical University Plovdiv","ror":"https://ror.org/02kzxd152","country_code":"BG","type":"education","lineage":["https://openalex.org/I2801117330"]}],"countries":["BG","GB"],"is_corresponding":false,"raw_author_name":"Nikolai Zhelev","raw_affiliation_strings":["School of Medicine , University of Dundee, Scotland , UK | Medical University , Plovdiv , Bulgaria "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine , University of Dundee, Scotland , UK | Medical University , Plovdiv , Bulgaria ","institution_ids":["https://openalex.org/I177639307","https://openalex.org/I2801117330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031783731","display_name":"Mario Petrov Milkov","orcid":"https://orcid.org/0000-0003-0794-7355","observed_orcids":["https://orcid.org/0000-0003-0794-7355"]},"institutions":[{"id":"https://openalex.org/I147017597","display_name":"Medical University of Varna","ror":"https://ror.org/03jkshc47","country_code":"BG","type":"education","lineage":["https://openalex.org/I147017597"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Mario Petrov Milkov","raw_affiliation_strings":["Department of Dental Material Science and Prosthetic Dental Medicine , Faculty of Dental Medicine , Medical University \u2018Prof. Dr. Paraskev Stoyanov\u2019 , Varna , Bulgaria "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Dental Material Science and Prosthetic Dental Medicine , Faculty of Dental Medicine , Medical University \u2018Prof. Dr. Paraskev Stoyanov\u2019 , Varna , Bulgaria ","institution_ids":["https://openalex.org/I147017597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067699760","display_name":"Svetlana Fotkova Georgieva","orcid":"https://orcid.org/0000-0003-4483-0674","observed_orcids":["https://orcid.org/0000-0003-4483-0674"]},"institutions":[{"id":"https://openalex.org/I147017597","display_name":"Medical University of Varna","ror":"https://ror.org/03jkshc47","country_code":"BG","type":"education","lineage":["https://openalex.org/I147017597"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Svetlana Fotkova Georgieva","raw_affiliation_strings":["Department of Pharmaceutical Chemistry , Faculty of Pharmacy , Medical University of Varna , Varna , Bulgaria "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pharmaceutical Chemistry , Faculty of Pharmacy , Medical University of Varna , Varna , Bulgaria ","institution_ids":["https://openalex.org/I147017597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047059783","display_name":"Luis Izquierdo L\u00f3pez","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luis Izquierdo Lopez","raw_affiliation_strings":["Veritas Intercontinental , Madrid , Spain "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Veritas Intercontinental , Madrid , Spain ","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056272438","display_name":"Juraj Kraj\u010dovi\u010d","orcid":"https://orcid.org/0000-0003-0161-8323","observed_orcids":["https://orcid.org/0000-0003-0161-8323"]},"institutions":[{"id":"https://openalex.org/I4210157357","display_name":"University of Ss. Cyril and Methodius in Trnava","ror":"https://ror.org/04xdyq509","country_code":"SK","type":"education","lineage":["https://openalex.org/I4210157357"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Juraj Krajcovic","raw_affiliation_strings":["Institute of Biology and Biotechnology , Faculty of Natural Sciences , University of Ss. Cyril and Methodius in Trnava , Slovakia "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Biology and Biotechnology , Faculty of Natural Sciences , University of Ss. Cyril and Methodius in Trnava , Slovakia ","institution_ids":["https://openalex.org/I4210157357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025669164","display_name":"Saharuddin Bin Mohamad","orcid":"https://orcid.org/0000-0003-4515-6618","observed_orcids":["https://orcid.org/0000-0003-4515-6618"]},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Saharuddin Bin Mohamad","raw_affiliation_strings":["Bioinformatics Programme , Institute of Biological Sciences , University of Malaya , Kuala Lumpur , Malaysia "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioinformatics Programme , Institute of Biological Sciences , University of Malaya , Kuala Lumpur , Malaysia ","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057115459","display_name":"Fideline Laure Tchuenbou-Magaia","orcid":"https://orcid.org/0000-0003-3311-3696","observed_orcids":["https://orcid.org/0000-0003-3311-3696"]},"institutions":[{"id":"https://openalex.org/I119664326","display_name":"University of Wolverhampton","ror":"https://ror.org/01k2y1055","country_code":"GB","type":"education","lineage":["https://openalex.org/I119664326"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Fideline Tchuenbou-Magaia","raw_affiliation_strings":["School of Engineering , Computing and Mathematical Sciences , Faculty of Science and Engineering , University of Wolverhampton , Wolverhampton , UK "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering , Computing and Mathematical Sciences , Faculty of Science and Engineering , University of Wolverhampton , Wolverhampton , UK ","institution_ids":["https://openalex.org/I119664326"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007466654","display_name":"Donald K. Martin","orcid":"https://orcid.org/0000-0001-5913-2372","observed_orcids":["https://orcid.org/0000-0001-5913-2372"]},"institutions":[{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210100844","display_name":"Laboratoire des Mat\u00e9riaux et du G\u00e9nie Physique","ror":"https://ror.org/014n97s28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I4210100844","https://openalex.org/I4210128300","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Donald K. Martin","raw_affiliation_strings":["Universit\u00e9 Grenoble Alpes , CNRS, Grenoble INP, LMGP (UMR ) , Grenoble , France "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Grenoble Alpes , CNRS, Grenoble INP, LMGP (UMR ) , Grenoble , France ","institution_ids":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I4210100844","https://openalex.org/I899635006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073162674","display_name":"Isabel Belo","orcid":"https://orcid.org/0000-0002-6747-8389","observed_orcids":["https://orcid.org/0000-0002-6747-8389"]},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Isabel Belo","raw_affiliation_strings":["Centre of Biological Engineering , University of Minho , Braga , Portugal "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre of Biological Engineering , University of Minho , Braga , Portugal ","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048638967","display_name":"Fabrizio Bruschi","orcid":"https://orcid.org/0000-0001-8701-3290","observed_orcids":["https://orcid.org/0000-0001-8701-3290"]},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I4210165410","display_name":"Azienda Ospedaliera Universitaria Pisana","ror":"https://ror.org/05xrcj819","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210165410"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabrizio Bruschi","raw_affiliation_strings":["Department of Translational Research and New Technologies in Medicine and Surgery , University of Pisa , Pisa , Italy | Programma di Monitoraggio delle Parassitosi e Formulazione di Nuovi Algoritmi Diagnostici, AOU Pisana, Pisa , Italy "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Translational Research and New Technologies in Medicine and Surgery , University of Pisa , Pisa , Italy | Programma di Monitoraggio delle Parassitosi e Formulazione di Nuovi Algoritmi Diagnostici, AOU Pisana, Pisa , Italy ","institution_ids":["https://openalex.org/I108290504","https://openalex.org/I4210165410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5160259539","display_name":"A. Baki Yildirim","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I87673952","display_name":"Erciyes University","ror":"https://ror.org/047g8vk19","country_code":"TR","type":"education","lineage":["https://openalex.org/I87673952"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"A. Baki Yildirim","raw_affiliation_strings":["Department of Medical Genetics , School of Medicine , Erciyes University , Kayseri , T\u00fcrkiye "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Genetics , School of Medicine , Erciyes University , Kayseri , T\u00fcrkiye ","institution_ids":["https://openalex.org/I87673952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127128885","display_name":"Recep Er\u00f6z","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I121596126","display_name":"Aksaray University","ror":"https://ror.org/026db3d50","country_code":"TR","type":"education","lineage":["https://openalex.org/I121596126"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Recep Eroz","raw_affiliation_strings":["Aksaray University Medical School , Department of Medical Genetics , Aksaray , T\u00fcrkiye "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aksaray University Medical School , Department of Medical Genetics , Aksaray , T\u00fcrkiye ","institution_ids":["https://openalex.org/I121596126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047596732","display_name":"\u0412. \u0412. \u0420\u0435\u0432\u0438\u043d","orcid":"https://orcid.org/0000-0001-6542-2667","observed_orcids":["https://orcid.org/0000-0001-6542-2667","https://orcid.org/0000-0003-1719-8052"]},"institutions":[{"id":"https://openalex.org/I294094635","display_name":"National Research Mordovia State University","ror":"https://ror.org/0262qgk29","country_code":"RU","type":"education","lineage":["https://openalex.org/I294094635"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Victor Revin","raw_affiliation_strings":["Department of Biotechnology and Biochemistry , Ogarev Mordovia State University , Saransk , Russia "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biotechnology and Biochemistry , Ogarev Mordovia State University , Saransk , Russia ","institution_ids":["https://openalex.org/I294094635"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081783984","display_name":"Anargyros N. Moulas","orcid":"https://orcid.org/0000-0002-4681-6174","observed_orcids":["https://orcid.org/0000-0002-4681-6174"]},"institutions":[{"id":"https://openalex.org/I145722265","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31","country_code":"GR","type":"education","lineage":["https://openalex.org/I145722265"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Anargyros N. Moulas","raw_affiliation_strings":["General Department , University of Thessaly , Larisa , Greece "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"General Department , University of Thessaly , Larisa , Greece ","institution_ids":["https://openalex.org/I145722265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5160241048","display_name":"M. Sait Dundar","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I87673952","display_name":"Erciyes University","ror":"https://ror.org/047g8vk19","country_code":"TR","type":"education","lineage":["https://openalex.org/I87673952"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"M. Sait Dundar","raw_affiliation_strings":["Department of Medical Genetics , School of Medicine , Erciyes University , Kayseri , T\u00fcrkiye ","Department of Medical Imaging Techniques , Halil Bayraktar Vocational School , Erciyes University , Kayseri , T\u00fcrkiye "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Genetics , School of Medicine , Erciyes University , Kayseri , T\u00fcrkiye ","institution_ids":["https://openalex.org/I87673952"]},{"raw_affiliation_string":"Department of Medical Imaging Techniques , Halil Bayraktar Vocational School , Erciyes University , Kayseri , T\u00fcrkiye ","institution_ids":["https://openalex.org/I87673952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084992404","display_name":"Paolo Bartolini","orcid":"https://orcid.org/0000-0002-5447-9868","observed_orcids":["https://orcid.org/0000-0002-5447-9868"]},"institutions":[{"id":"https://openalex.org/I1314107994","display_name":"European Laboratory for Non-Linear Spectroscopy","ror":"https://ror.org/04x48z588","country_code":"IT","type":"facility","lineage":["https://openalex.org/I1314107994","https://openalex.org/I45084792"]},{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Bartolini","raw_affiliation_strings":["European Laboratory for Non-Linear Spectroscopy (LENS) , Universit\u00e0 degli Studi di Firenze , Sesto Fiorentino , Florence , Italy "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"European Laboratory for Non-Linear Spectroscopy (LENS) , Universit\u00e0 degli Studi di Firenze , Sesto Fiorentino , Florence , Italy ","institution_ids":["https://openalex.org/I1314107994","https://openalex.org/I45084792"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5159528509","display_name":"Helal Ragab Moussa","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210145257","display_name":"Agricultural Biotechnology Research Institute of Iran","ror":"https://ror.org/05d09wf68","country_code":"IR","type":"facility","lineage":["https://openalex.org/I4210145257"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Helal Ragab Moussa","raw_affiliation_strings":["Department of Food Biotechnology , Agricultural Biotechnology Research Institute of Iran (ABRII) , Tabriz , Iran "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Food Biotechnology , Agricultural Biotechnology Research Institute of Iran (ABRII) , Tabriz , Iran ","institution_ids":["https://openalex.org/I4210145257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034190339","display_name":"Amin Hejazi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210145257","display_name":"Agricultural Biotechnology Research Institute of Iran","ror":"https://ror.org/05d09wf68","country_code":"IR","type":"facility","lineage":["https://openalex.org/I4210145257"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Amin Hejazi","raw_affiliation_strings":["Department of Food Biotechnology , Agricultural Biotechnology Research Institute of Iran (ABRII) , Tabriz , Iran "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Food Biotechnology , Agricultural Biotechnology Research Institute of Iran (ABRII) , Tabriz , Iran ","institution_ids":["https://openalex.org/I4210145257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087651144","display_name":"Attya Bhatti","orcid":"https://orcid.org/0000-0002-2781-5221","observed_orcids":["https://orcid.org/0000-0002-2781-5221"]},"institutions":[{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Attya Bhatti","raw_affiliation_strings":["Department of Biomedicine , Atta-ur-Rahman School of Applied Biosciences , National University of Sciences and Technology , Islamabad , Pakistan "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedicine , Atta-ur-Rahman School of Applied Biosciences , National University of Sciences and Technology , Islamabad , Pakistan ","institution_ids":["https://openalex.org/I929597975"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058276468","display_name":"\u0410\u043b\u043c\u0430 \u041a\u043e\u0445\u043c\u0435\u0442\u043e\u0432\u0430","orcid":"https://orcid.org/0000-0002-0186-7832","observed_orcids":["https://orcid.org/0000-0002-0186-7832"]},"institutions":[{"id":"https://openalex.org/I4210099401","display_name":"Institute of Plant Biology and Biotechnology","ror":"https://ror.org/00s0yct57","country_code":"KZ","type":"facility","lineage":["https://openalex.org/I4210099401","https://openalex.org/I4401200292"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Alma Kokhmetova","raw_affiliation_strings":["Department of Genetics and Breeding , Institute of Plant Biology and Biotechnology , Almaty , Kazakhstan "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Genetics and Breeding , Institute of Plant Biology and Biotechnology , Almaty , Kazakhstan ","institution_ids":["https://openalex.org/I4210099401"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052908668","display_name":"Viktor Nedovi\u0107","orcid":"https://orcid.org/0000-0002-8943-0087","observed_orcids":["https://orcid.org/0000-0002-8943-0087"]},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Viktor Nedovic","raw_affiliation_strings":["University of Belgrade , Faculty of Agriculture , Belgrade , Serbia "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Belgrade , Faculty of Agriculture , Belgrade , Serbia ","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072463668","display_name":"Alla Borisovna Salmina","orcid":"https://orcid.org/0000-0002-9170-0867","observed_orcids":["https://orcid.org/0000-0002-9170-0867"]},"institutions":[{"id":"https://openalex.org/I4210159010","display_name":"Research Center of Neurology","ror":"https://ror.org/05b74sw86","country_code":"RU","type":"healthcare","lineage":["https://openalex.org/I4210159010"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alla Salmina","raw_affiliation_strings":["Laboratory of Neurobiology and Tissue Engineering , Russian Center of Neurology and Neurosciences , Moscow , Russia "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Neurobiology and Tissue Engineering , Russian Center of Neurology and Neurosciences , Moscow , Russia ","institution_ids":["https://openalex.org/I4210159010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037961934","display_name":"Majeti Narasimha Vara Prasad","orcid":"https://orcid.org/0000-0002-2369-571X","observed_orcids":["https://orcid.org/0000-0002-2369-571X"]},"institutions":[{"id":"https://openalex.org/I36893310","display_name":"University of Hyderabad","ror":"https://ror.org/04a7rxb17","country_code":"IN","type":"education","lineage":["https://openalex.org/I36893310"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Majeti Narasimha Vara Prasad","raw_affiliation_strings":["Department of Plant Sciences , School of Life Sciences , University of Hyderabad , Hyderabad , Telangana , India "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Plant Sciences , School of Life Sciences , University of Hyderabad , Hyderabad , Telangana , India ","institution_ids":["https://openalex.org/I36893310"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5160259694","display_name":"Alena Mikhalenka","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I151823869","display_name":"National Academy of Sciences of Belarus","ror":"https://ror.org/02j8pe645","country_code":"BY","type":"government","lineage":["https://openalex.org/I151823869"]},{"id":"https://openalex.org/I4210100898","display_name":"Institute of Genetics and Cytology of the National Academy of Sciences of Belarus","ror":"https://ror.org/016e3th47","country_code":"BY","type":"facility","lineage":["https://openalex.org/I151823869","https://openalex.org/I4210100898"]}],"countries":["BY"],"is_corresponding":false,"raw_author_name":"Alena Mikhalenka","raw_affiliation_strings":["Laboratory of Environmental Genetics and Biotechnology , Institute of Genetics and Cytology , National Academy of Sciences of Belarus , 27 Akademicheskaya str. , Minsk , Republic of Belarus "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Environmental Genetics and Biotechnology , Institute of Genetics and Cytology , National Academy of Sciences of Belarus , 27 Akademicheskaya str. , Minsk , Republic of Belarus ","institution_ids":["https://openalex.org/I151823869","https://openalex.org/I4210100898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045327791","display_name":"Serghei Sprincean","orcid":"https://orcid.org/0000-0002-7411-9958","observed_orcids":["https://orcid.org/0000-0002-7411-9958","https://orcid.org/0000-0003-4490-5082"]},"institutions":[{"id":"https://openalex.org/I29920723","display_name":"Moldova State University","ror":"https://ror.org/0475kvb92","country_code":"MD","type":"education","lineage":["https://openalex.org/I29920723"]}],"countries":["MD"],"is_corresponding":false,"raw_author_name":"Serghei Sprincean","raw_affiliation_strings":["Institute of Legal, Political and Sociological Research , State University of Moldova , Chi\u0219in\u0103u , Moldova "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Legal, Political and Sociological Research , State University of Moldova , Chi\u0219in\u0103u , Moldova ","institution_ids":["https://openalex.org/I29920723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070330359","display_name":"\u00c1d\u00e1m Mechler","orcid":"https://orcid.org/0000-0002-6428-6760","observed_orcids":["https://orcid.org/0000-0002-6428-6760"]},"institutions":[{"id":"https://openalex.org/I196829312","display_name":"La Trobe University","ror":"https://ror.org/01rxfrp27","country_code":"AU","type":"education","lineage":["https://openalex.org/I196829312"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Adam Mechler","raw_affiliation_strings":["Department of Biochemistry and Chemistry , La Trobe Institute for Molecular Science , La Trobe University , Melbourne , Australia "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biochemistry and Chemistry , La Trobe Institute for Molecular Science , La Trobe University , Melbourne , Australia ","institution_ids":["https://openalex.org/I196829312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051448503","display_name":"Munis D\u00fcndar","orcid":"https://orcid.org/0000-0003-0969-4611","observed_orcids":["https://orcid.org/0000-0003-0969-4611"]},"institutions":[{"id":"https://openalex.org/I87673952","display_name":"Erciyes University","ror":"https://ror.org/047g8vk19","country_code":"TR","type":"education","lineage":["https://openalex.org/I87673952"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Munis Dundar","raw_affiliation_strings":["Department of Medical Genetics , School of Medicine , Erciyes University , Kayseri , T\u00fcrkiye ","Department of Medical Imaging Techniques , Halil Bayraktar Vocational School , Erciyes University , Kayseri , T\u00fcrkiye "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Genetics , School of Medicine , Erciyes University , Kayseri , T\u00fcrkiye ","institution_ids":["https://openalex.org/I87673952"]},{"raw_affiliation_string":"Department of Medical Imaging Techniques , Halil Bayraktar Vocational School , Erciyes University , Kayseri , T\u00fcrkiye ","institution_ids":["https://openalex.org/I87673952"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041503588","display_name":"Matteo Bertelli","orcid":"https://orcid.org/0000-0002-9552-221X","observed_orcids":["https://orcid.org/0000-0002-9552-221X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Matteo Bertelli","raw_affiliation_strings":["MAGI EUREGIO , Bolzano , Italy ","MAGISNAT OMICS LLC, Atlanta Tech Park , Peachtree Corners GA , USA ","MAGI\u2019S LAB , Rovereto , Italy "],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MAGI EUREGIO , Bolzano , Italy ","institution_ids":[]},{"raw_affiliation_string":"MAGISNAT OMICS LLC, Atlanta Tech Park , Peachtree Corners GA , USA ","institution_ids":[]},{"raw_affiliation_string":"MAGI\u2019S LAB , Rovereto , Italy ","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":40,"institutions_distinct_count":63,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"10","issue":"4","first_page":"270","last_page":"286"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14512","display_name":"Technology and Human Factors in Education and Health","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence-in-healthcare","display_name":"artificial intelligence in healthcare","score":0.7839999794960022},{"id":"https://openalex.org/keywords/precision-medicine","display_name":"precision medicine","score":0.9860000014305115},{"id":"https://openalex.org/keywords/multi-omics","display_name":"multi-omics","score":0.906000018119812},{"id":"https://openalex.org/keywords/liquid-biopsy","display_name":"liquid biopsy","score":0.9789999723434448},{"id":"https://openalex.org/keywords/pharmacogenomics","display_name":"pharmacogenomics","score":0.9589999914169312},{"id":"https://openalex.org/keywords/ai-regulation","display_name":"AI regulation","score":0.6579999923706055},{"id":"https://openalex.org/keywords/ai-governance","display_name":"AI governance","score":0.6909999847412109},{"id":"https://openalex.org/keywords/ai-enabled-medical-devices","display_name":"AI-enabled medical devices","score":0.8560000061988831},{"id":"https://openalex.org/keywords/responsible-ai-implementation","display_name":"responsible AI deployment","score":0.5659999847412109},{"id":"https://openalex.org/keywords/clinical-utility","display_name":"clinical utility","score":0.5149999856948853}],"concepts":[{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.5022000074386597},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.47749999165534973},{"id":"https://openalex.org/C2777834853","wikidata":"https://www.wikidata.org/wiki/Q96776939","display_name":"Liability","level":2,"score":0.4487999975681305},{"id":"https://openalex.org/C78780964","wikidata":"https://www.wikidata.org/wiki/Q7233193","display_name":"Position paper","level":2,"score":0.4361000061035156},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.3937000036239624},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.38519999384880066},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.37869998812675476},{"id":"https://openalex.org/C22607594","wikidata":"https://www.wikidata.org/wiki/Q5375150","display_name":"Enabling","level":2,"score":0.3718999922275543},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.37130001187324524},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.365200012922287},{"id":"https://openalex.org/C2910001868","wikidata":"https://www.wikidata.org/wiki/Q458","display_name":"European union","level":2,"score":0.36079999804496765},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.3601999878883362},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.3499999940395355},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.3499000072479248},{"id":"https://openalex.org/C74196892","wikidata":"https://www.wikidata.org/wiki/Q7781188","display_name":"Thematic analysis","level":3,"score":0.34310001134872437},{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.34299999475479126},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3366999924182892},{"id":"https://openalex.org/C547195049","wikidata":"https://www.wikidata.org/wiki/Q1725664","display_name":"Terminology","level":2,"score":0.335099995136261},{"id":"https://openalex.org/C197947376","wikidata":"https://www.wikidata.org/wiki/Q5155608","display_name":"Comparability","level":2,"score":0.33489999175071716},{"id":"https://openalex.org/C2780433410","wikidata":"https://www.wikidata.org/wiki/Q5276090","display_name":"Digital health","level":3,"score":0.30959999561309814},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.28439998626708984},{"id":"https://openalex.org/C101433766","wikidata":"https://www.wikidata.org/wiki/Q3543263","display_name":"Maturity (psychological)","level":2,"score":0.28130000829696655},{"id":"https://openalex.org/C108170787","wikidata":"https://www.wikidata.org/wiki/Q3951828","display_name":"Agency (philosophy)","level":2,"score":0.2808000147342682},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.26910001039505005},{"id":"https://openalex.org/C2779652045","wikidata":"https://www.wikidata.org/wiki/Q507443","display_name":"Pharmaceutical industry","level":2,"score":0.2581999897956848},{"id":"https://openalex.org/C71745522","wikidata":"https://www.wikidata.org/wiki/Q2476929","display_name":"Confidentiality","level":2,"score":0.25760000944137573},{"id":"https://openalex.org/C188087704","wikidata":"https://www.wikidata.org/wiki/Q369577","display_name":"Standardization","level":2,"score":0.25060001015663147}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.2478/ebtj-2026-0020","doi":"https://doi.org/10.2478/ebtj-2026-0020","is_oa":true,"landing_page_url":"https://doi.org/10.2478/ebtj-2026-0020","pdf_url":"https://reference-global.com/download/article/10.2478/ebtj-2026-0020.pdf","source":{"id":"https://openalex.org/S4210240997","display_name":"The EuroBiotech Journal","issn_l":"2564-615X","issn":["2564-615X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","ddh","doaj","dongbi-d","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The EuroBiotech Journal","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b88e9b38854e4fc693fe8f70424027c0","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/b88e9b38854e4fc693fe8f70424027c0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"The EuroBiotech Journal, Vol 10, Iss 4, Pp 270-286 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.2478/ebtj-2026-0020","doi":"https://doi.org/10.2478/ebtj-2026-0020","is_oa":true,"landing_page_url":"https://doi.org/10.2478/ebtj-2026-0020","pdf_url":"https://reference-global.com/download/article/10.2478/ebtj-2026-0020.pdf","source":{"id":"https://openalex.org/S4210240997","display_name":"The EuroBiotech Journal","issn_l":"2564-615X","issn":["2564-615X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","ddh","doaj","dongbi-d","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The EuroBiotech Journal","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8371999859809875,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225004795.pdf","grobid_xml":"https://content.openalex.org/works/W7225004795.grobid-xml"},"referenced_works_count":80,"referenced_works":["https://openalex.org/W2255611203","https://openalex.org/W2766525247","https://openalex.org/W3045674654","https://openalex.org/W3092491824","https://openalex.org/W3119391019","https://openalex.org/W3164745193","https://openalex.org/W3200840849","https://openalex.org/W4200089870","https://openalex.org/W4206686640","https://openalex.org/W4226029570","https://openalex.org/W4226437761","https://openalex.org/W4298325890","https://openalex.org/W4306964579","https://openalex.org/W4307501710","https://openalex.org/W4308955895","https://openalex.org/W4309327110","https://openalex.org/W4318948364","https://openalex.org/W4321004782","https://openalex.org/W4382051452","https://openalex.org/W4384522504","https://openalex.org/W4385448527","https://openalex.org/W4385636378","https://openalex.org/W4386208930","https://openalex.org/W4386212965","https://openalex.org/W4386272362","https://openalex.org/W4387189797","https://openalex.org/W4388495924","https://openalex.org/W4389794809","https://openalex.org/W4392978621","https://openalex.org/W4394907033","https://openalex.org/W4395067202","https://openalex.org/W4401526149","https://openalex.org/W4401907418","https://openalex.org/W4402204921","https://openalex.org/W4402313440","https://openalex.org/W4403420201","https://openalex.org/W4404268737","https://openalex.org/W4405306800","https://openalex.org/W4406038267","https://openalex.org/W4407730171","https://openalex.org/W4408022102","https://openalex.org/W4409264996","https://openalex.org/W4409912954","https://openalex.org/W4409985141","https://openalex.org/W4409987185","https://openalex.org/W4411075187","https://openalex.org/W4412073256","https://openalex.org/W4412189096","https://openalex.org/W4412492417","https://openalex.org/W4412590450","https://openalex.org/W4412820048","https://openalex.org/W4413993337","https://openalex.org/W4414084041","https://openalex.org/W4414085356","https://openalex.org/W4414392368","https://openalex.org/W4414542836","https://openalex.org/W4414974834","https://openalex.org/W4415731731","https://openalex.org/W4415943871","https://openalex.org/W4416192327","https://openalex.org/W4416583281","https://openalex.org/W4417274140","https://openalex.org/W7126207395","https://openalex.org/W7128437294","https://openalex.org/W7128550629","https://openalex.org/W7128591253","https://openalex.org/W7128717978","https://openalex.org/W7130516428","https://openalex.org/W7148535980","https://openalex.org/W7151942798","https://openalex.org/W7156142537","https://openalex.org/W7158152496","https://openalex.org/W7160507832","https://openalex.org/W7160613444","https://openalex.org/W7161975858","https://openalex.org/W7162207297","https://openalex.org/W7162412189","https://openalex.org/W7163540814","https://openalex.org/W7163754299","https://openalex.org/W7164901797"],"related_works":["https://openalex.org/W7213478723","https://openalex.org/W7163540814","https://openalex.org/W2997276346","https://openalex.org/W4416238165","https://openalex.org/W7224335901","https://openalex.org/W7203783817","https://openalex.org/W7213554484","https://openalex.org/W4401907418","https://openalex.org/W7205013275","https://openalex.org/W7163680741"],"abstract_inverted_index":{"Abstract":[0],"Artificial":[1],"intelligence":[2],"(AI)":[3],"is":[4],"increasingly":[5],"integrated":[6],"with":[7],"genomics,":[8],"multi-omics,":[9],"pharmacogenomics,":[10],"liquid":[11],"biopsy,":[12],"and":[13,22,41,53,72,75,109,127,141,157,180,208],"digital":[14],"biosensing,":[15],"yet":[16],"the":[17,83,106,122,125,146,161,201,205],"data":[18],"infrastructure,":[19],"governance":[20,71,191],"practices,":[21],"evidence":[23],"standards":[24,116],"remain":[25],"uneven.":[26],"This":[27,197],"European":[28,88,184],"Biotechnology":[29],"Thematic":[30],"Network":[31],"Association":[32],"(EBTNA)":[33],"position":[34,198],"paper":[35,199],"includes":[36],"peer-reviewed":[37],"studies,":[38],"regulatory":[39,206],"reviews,":[40],"official":[42],"policy":[43],"surveys":[44],"up":[45],"to":[46,49,66,175,192],"October":[47],"2026,":[48],"gauge":[50],"clinical":[51,176],"maturity":[52],"set":[54],"out":[55,210],"priorities":[56],"for":[57,105,117,149,189,213],"a":[58,96],"responsible":[59,169],"implementation":[60],"across":[61],"Europe.":[62],"The":[63,183],"review":[64],"aims":[65],"identify":[67],"critical":[68],"gaps":[69],"in":[70,119],"workforce":[73],"readiness":[74],"then":[76],"propose":[77],"concrete":[78],"lines":[79,165],"of":[80,92,138,166],"action.":[81],"Across":[82],"World":[84],"Health":[85],"Organization":[86],"(WHO)":[87],"Region,":[89],"only":[90],"8%":[91],"Member":[93],"States":[94],"have":[95,113],"health-specific":[97],"AI":[98,103,118],"strategy,":[99],"24%":[100],"provide":[101],"in-service":[102],"training":[104],"health":[107],"workforce,":[108],"fewer":[110],"than":[111],"10%":[112],"drafted":[114],"liability":[115],"health.":[120],"At":[121],"same":[123],"time,":[124],"Food":[126],"Drug":[128],"Administration":[129],"(FDA)":[130],"has":[131],"authorized":[132],"903":[133],"AI-enabled":[134],"medical":[135],"devices":[136],"as":[137],"August":[139],"2024,":[140],"97.1%":[142],"were":[143],"cleared":[144],"through":[145],"510(k)":[147],"pathway,":[148],"which":[150],"clinical-data":[151],"requirements":[152],"depend":[153],"on":[154],"intended":[155],"use":[156],"technological":[158],"characteristics.":[159],"Therefore,":[160],"EBTNA":[162],"proposes":[163],"seven":[164],"action":[167],"whose":[168],"integration":[170],"should":[171,187],"link":[172],"technical":[173],"performance":[174],"utility,":[177],"equity,":[178],"transparency,":[179],"continuous":[181],"oversight.":[182],"biomedical":[185],"community":[186],"push":[188],"active":[190],"develop":[193],"AI-driven":[194],"precision":[195],"medicine.":[196],"explains":[200],"scientific":[202],"rationale,":[203],"provides":[204],"analysis,":[207],"lays":[209],"strategic":[211],"proposals":[212],"transition.":[214]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-11-01T00:00:00"}
